Vertex AI v1beta1 API - Class NasJobSpec.Types.MultiTrialAlgorithmSpec (1.0.0-beta66)

Version latest

• 1.0.0-beta66 (latest)
• 1.0.0-beta65

public sealed class NasJobSpec.Types.MultiTrialAlgorithmSpec : IMessage<NasJobSpec.Types.MultiTrialAlgorithmSpec>, IEquatable<NasJobSpec.Types.MultiTrialAlgorithmSpec>, IDeepCloneable<NasJobSpec.Types.MultiTrialAlgorithmSpec>, IBufferMessage, IMessage

Reference documentation and code samples for the Vertex AI v1beta1 API class NasJobSpec.Types.MultiTrialAlgorithmSpec.

The spec of multi-trial Neural Architecture Search (NAS).

Inheritance

object > NasJobSpec.Types.MultiTrialAlgorithmSpec

Implements

IMessageNasJobSpecTypesMultiTrialAlgorithmSpec, IEquatableNasJobSpecTypesMultiTrialAlgorithmSpec, IDeepCloneableNasJobSpecTypesMultiTrialAlgorithmSpec, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

Constructors

MultiTrialAlgorithmSpec()

public MultiTrialAlgorithmSpec()

MultiTrialAlgorithmSpec(MultiTrialAlgorithmSpec)

public MultiTrialAlgorithmSpec(NasJobSpec.Types.MultiTrialAlgorithmSpec other)

Parameter
Name	Description
other	NasJobSpecTypesMultiTrialAlgorithmSpec

Properties

Metric

public NasJobSpec.Types.MultiTrialAlgorithmSpec.Types.MetricSpec Metric { get; set; }

Metric specs for the NAS job. Validation for this field is done at multi_trial_algorithm_spec field.

Property Value
Type	Description
NasJobSpecTypesMultiTrialAlgorithmSpecTypesMetricSpec

MultiTrialAlgorithm

public NasJobSpec.Types.MultiTrialAlgorithmSpec.Types.MultiTrialAlgorithm MultiTrialAlgorithm { get; set; }

The multi-trial Neural Architecture Search (NAS) algorithm type. Defaults to REINFORCEMENT_LEARNING.

Property Value
Type	Description
NasJobSpecTypesMultiTrialAlgorithmSpecTypesMultiTrialAlgorithm

SearchTrialSpec

public NasJobSpec.Types.MultiTrialAlgorithmSpec.Types.SearchTrialSpec SearchTrialSpec { get; set; }

Required. Spec for search trials.

Property Value
Type	Description
NasJobSpecTypesMultiTrialAlgorithmSpecTypesSearchTrialSpec

TrainTrialSpec

public NasJobSpec.Types.MultiTrialAlgorithmSpec.Types.TrainTrialSpec TrainTrialSpec { get; set; }

Spec for train trials. Top N [TrainTrialSpec.max_parallel_trial_count] search trials will be trained for every M [TrainTrialSpec.frequency] trials searched.

Property Value
Type	Description
NasJobSpecTypesMultiTrialAlgorithmSpecTypesTrainTrialSpec